{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#数据处理模块\n",
    "\n",
    "import pandas\n",
    "import numpy\n",
    "\n",
    "#绘制图像模块\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn\n",
    "\n",
    "#将图像展现出来\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "information内容的预处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>brand</th>\n",
       "      <th>price</th>\n",
       "      <th>information</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>MINI</td>\n",
       "      <td>11.58</td>\n",
       "      <td>6.55万公里／2017-12／北京／3年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>发现</td>\n",
       "      <td>35.78</td>\n",
       "      <td>11.9万公里／2015-05／北京／1年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>213</th>\n",
       "      <td>宝马iX3</td>\n",
       "      <td>30.30</td>\n",
       "      <td>0.17万公里／2023-03／北京／5年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>214</th>\n",
       "      <td>飞行家</td>\n",
       "      <td>52.98</td>\n",
       "      <td>3.99万公里／2021-09／北京／2年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>215</th>\n",
       "      <td>AMG</td>\n",
       "      <td>118.00</td>\n",
       "      <td>0.6万公里／2021-11／北京／3年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>帕杰罗(进口)</td>\n",
       "      <td>22.20</td>\n",
       "      <td>10万公里／2017-07／北京／1年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>欧陆</td>\n",
       "      <td>108.00</td>\n",
       "      <td>7.2万公里／2013-03／北京／6年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>奔驰E级</td>\n",
       "      <td>37.60</td>\n",
       "      <td>6.2万公里／2019-10／北京／1年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Huracán</td>\n",
       "      <td>262.00</td>\n",
       "      <td>0.8万公里／2021-01／北京／6年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>凌渡</td>\n",
       "      <td>8.58</td>\n",
       "      <td>9.05万公里／2017-01／北京／1年黑金会员</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       brand   price                information\n",
       "211     MINI   11.58  6.55万公里／2017-12／北京／3年黄金会员\n",
       "212       发现   35.78  11.9万公里／2015-05／北京／1年黄金会员\n",
       "213    宝马iX3   30.30  0.17万公里／2023-03／北京／5年黄金会员\n",
       "214      飞行家   52.98  3.99万公里／2021-09／北京／2年黄金会员\n",
       "215      AMG  118.00   0.6万公里／2021-11／北京／3年黄金会员\n",
       "216  帕杰罗(进口)   22.20    10万公里／2017-07／北京／1年黄金会员\n",
       "217       欧陆  108.00   7.2万公里／2013-03／北京／6年黄金会员\n",
       "218     奔驰E级   37.60   6.2万公里／2019-10／北京／1年黄金会员\n",
       "219  Huracán  262.00   0.8万公里／2021-01／北京／6年黄金会员\n",
       "220       凌渡    8.58  9.05万公里／2017-01／北京／1年黑金会员"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#用pandas模块的read_csv先读取csv文件\n",
    "datalist = pandas.read_csv(\"beijingdata.csv\")\n",
    "\n",
    "#打印后五个数据进行查看\n",
    "datalist.tail(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#将每一列的信息存入列表\n",
    "data_brand = list(datalist[\"brand\"])\n",
    "\n",
    "data_price = list(datalist[\"price\"])\n",
    "\n",
    "data_mation = list(datalist[\"information\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>price</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>221.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>43.609367</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>80.702408</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>2.830000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>12.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>28.800000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>38.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>638.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            price\n",
       "count  221.000000\n",
       "mean    43.609367\n",
       "std     80.702408\n",
       "min      2.830000\n",
       "25%     12.500000\n",
       "50%     28.800000\n",
       "75%     38.000000\n",
       "max    638.000000"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#对数值型数据描述统计,获取所有数值类型字段的分布值\n",
    "datalist.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "价格分析"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "brand\n",
       "库里南        638.00\n",
       "Huracán    262.00\n",
       "古思特        238.00\n",
       "奔驰G级       201.90\n",
       "AMG        118.00\n",
       "揽胜         117.00\n",
       "欧陆         108.00\n",
       "领航员         90.00\n",
       "路虎卫士        88.80\n",
       "奔驰GLE       72.80\n",
       "奥迪Q8        71.90\n",
       "奔驰GLS       59.80\n",
       "奔驰S级        55.80\n",
       "挑战者         55.80\n",
       "保时捷718      53.70\n",
       "飞行家         52.98\n",
       "福特F-150     50.52\n",
       "埃尔法         50.30\n",
       "奥迪A7        49.80\n",
       "宝马5系        45.80\n",
       "Name: price, dtype: float64"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#分析平均价格最高的前二十品牌\n",
    "num_top = datalist.groupby(\"brand\")[\"price\"].mean().sort_values(ascending=False)[:20]\n",
    "\n",
    "#打印num_top\n",
    "num_top"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>brand</th>\n",
       "      <th>price</th>\n",
       "      <th>information</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>168</th>\n",
       "      <td>比亚迪S6</td>\n",
       "      <td>2.83</td>\n",
       "      <td>1.3万公里／2013-05／北京／2年钻石会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>比亚迪S6</td>\n",
       "      <td>2.83</td>\n",
       "      <td>1.3万公里／2013-05／北京／2年钻石会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>比亚迪S6</td>\n",
       "      <td>2.83</td>\n",
       "      <td>1.3万公里／2013-05／北京／2年钻石会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>科雷傲(进口)</td>\n",
       "      <td>3.50</td>\n",
       "      <td>7万公里／2011-11／北京／1年会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>荣威i5</td>\n",
       "      <td>3.98</td>\n",
       "      <td>10万公里／2018-11／北京／1年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>Huracán</td>\n",
       "      <td>262.00</td>\n",
       "      <td>0.8万公里／2021-01／北京／6年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Huracán</td>\n",
       "      <td>262.00</td>\n",
       "      <td>0.8万公里／2021-01／北京／6年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>190</th>\n",
       "      <td>库里南</td>\n",
       "      <td>638.00</td>\n",
       "      <td>1万公里／2021-08／北京／7年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>库里南</td>\n",
       "      <td>638.00</td>\n",
       "      <td>1万公里／2021-08／北京／7年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>库里南</td>\n",
       "      <td>638.00</td>\n",
       "      <td>1万公里／2021-08／北京／7年黄金会员</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>221 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       brand   price               information\n",
       "168    比亚迪S6    2.83  1.3万公里／2013-05／北京／2年钻石会员\n",
       "58     比亚迪S6    2.83  1.3万公里／2013-05／北京／2年钻石会员\n",
       "113    比亚迪S6    2.83  1.3万公里／2013-05／北京／2年钻石会员\n",
       "54   科雷傲(进口)    3.50      7万公里／2011-11／北京／1年会员\n",
       "43      荣威i5    3.98   10万公里／2018-11／北京／1年黄金会员\n",
       "..       ...     ...                       ...\n",
       "109  Huracán  262.00  0.8万公里／2021-01／北京／6年黄金会员\n",
       "219  Huracán  262.00  0.8万公里／2021-01／北京／6年黄金会员\n",
       "190      库里南  638.00    1万公里／2021-08／北京／7年黄金会员\n",
       "80       库里南  638.00    1万公里／2021-08／北京／7年黄金会员\n",
       "135      库里南  638.00    1万公里／2021-08／北京／7年黄金会员\n",
       "\n",
       "[221 rows x 3 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#对汽车的价格进行排序(从低到高)\n",
    "price_sort = datalist.sort_values(\"price\")\n",
    "\n",
    "price_sort"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>brand</th>\n",
       "      <th>price</th>\n",
       "      <th>information</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>尚酷</td>\n",
       "      <td>13.50</td>\n",
       "      <td>5.1万公里／2013-12／北京／6年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>MINI</td>\n",
       "      <td>9.80</td>\n",
       "      <td>6.3万公里／2013-11／北京／2年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>福特F-150</td>\n",
       "      <td>19.00</td>\n",
       "      <td>8.81万公里／2015-10／北京／3年会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>奥迪A3</td>\n",
       "      <td>7.80</td>\n",
       "      <td>6.3万公里／2017-03／北京／1年会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>标致3008</td>\n",
       "      <td>5.68</td>\n",
       "      <td>8.1万公里／2015-12／北京／3年会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>坦克300</td>\n",
       "      <td>19.09</td>\n",
       "      <td>0.9万公里／2022-08／北京／2年钻石会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>欧蓝德(进口)</td>\n",
       "      <td>9.88</td>\n",
       "      <td>2.6万公里／2016-03／北京／3年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>210</th>\n",
       "      <td>奥迪A3</td>\n",
       "      <td>13.30</td>\n",
       "      <td>3.2万公里／2019-03／北京／6年会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>211</th>\n",
       "      <td>MINI</td>\n",
       "      <td>11.58</td>\n",
       "      <td>6.55万公里／2017-12／北京／3年黄金会员</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>凌渡</td>\n",
       "      <td>8.58</td>\n",
       "      <td>9.05万公里／2017-01／北京／1年黑金会员</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>85 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       brand  price                information\n",
       "4         尚酷  13.50   5.1万公里／2013-12／北京／6年黄金会员\n",
       "16      MINI   9.80   6.3万公里／2013-11／北京／2年黄金会员\n",
       "17   福特F-150  19.00    8.81万公里／2015-10／北京／3年会员\n",
       "26      奥迪A3   7.80     6.3万公里／2017-03／北京／1年会员\n",
       "29    标致3008   5.68     8.1万公里／2015-12／北京／3年会员\n",
       "..       ...    ...                        ...\n",
       "204    坦克300  19.09   0.9万公里／2022-08／北京／2年钻石会员\n",
       "206  欧蓝德(进口)   9.88   2.6万公里／2016-03／北京／3年黄金会员\n",
       "210     奥迪A3  13.30     3.2万公里／2019-03／北京／6年会员\n",
       "211     MINI  11.58  6.55万公里／2017-12／北京／3年黄金会员\n",
       "220       凌渡   8.58  9.05万公里／2017-01／北京／1年黑金会员\n",
       "\n",
       "[85 rows x 3 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#为符合大众的需求，查找出价格低于20万的车辆\n",
    "price = 20\n",
    "\n",
    "datalist.query('price<20')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "销量分析"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "奔驰E级        15\n",
       "普拉多          8\n",
       "天籁           7\n",
       "发现           7\n",
       "雷克萨斯ES       6\n",
       "途昂           6\n",
       "奥迪S6         6\n",
       "凯迪拉克XTS      6\n",
       "福特F-150      5\n",
       "埃尔法          4\n",
       "MINI         4\n",
       "奥迪A4(进口)     4\n",
       "奥迪A3         4\n",
       "沃尔沃S60       3\n",
       "途乐           3\n",
       "保时捷718       3\n",
       "秦新能源         3\n",
       "宝马X3         3\n",
       "奔驰E级(进口)     3\n",
       "奔驰E级新能源      3\n",
       "Name: brand, dtype: int64"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#销量最好的前二十个进行排序\n",
    "amout_top = datalist[\"brand\"].value_counts(sort=True)[:20]\n",
    "\n",
    "#打印出销量最好的前二十个品牌\n",
    "amout_top\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\lenovo\\AppData\\Local\\Temp\\ipykernel_24788\\3820041090.py:14: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  mat_top.show()\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#建立画布\n",
    "mat_top = plt.figure()\n",
    "\n",
    "#设置字体\n",
    "seaborn.set(font=\"SimHei\")\n",
    "\n",
    "#绘制条形图，建立x，y轴，前二十个品牌索引作为x轴\n",
    "seaborn.barplot(x=amout_top.index,y=amout_top)\n",
    "\n",
    "#将坐标轴进行旋转九十度\n",
    "plt.xticks(rotation=90)\n",
    "\n",
    "#展示条形图\n",
    "mat_top.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\lenovo\\AppData\\Local\\Temp\\ipykernel_24788\\4165135182.py:14: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  circle.show()\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#建立一个12*12的画布\n",
    "circle = plt.figure(figsize=(12,12))\n",
    "\n",
    "#设置字体\n",
    "seaborn.set(font=\"SimHei\")\n",
    "\n",
    "#绘制饼图\n",
    "plt.pie(amout_top,labels=amout_top.index,autopct=\"%1.1f%%\")\n",
    "\n",
    "#饼图的标题\n",
    "plt.title(\"各大二手车前二十名品牌销量占比\")\n",
    "\n",
    "#展示饼图\n",
    "circle.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "建立特征工程"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>brand</th>\n",
       "      <th>price</th>\n",
       "      <th>information_0.01万公里／2023-03／北京／3年会员</th>\n",
       "      <th>information_0.01万公里／未上牌／北京／6年黄金会员</th>\n",
       "      <th>information_0.02万公里／未上牌／北京／5年黄金会员</th>\n",
       "      <th>information_0.05万公里／2023-04／临沂／1年黄金会员</th>\n",
       "      <th>information_0.08万公里／2023-02／北京／6年钻石会员</th>\n",
       "      <th>information_0.17万公里／2023-03／北京／5年黄金会员</th>\n",
       "      <th>information_0.1万公里／2023-03／北京／2年黄金会员</th>\n",
       "      <th>information_0.46万公里／2021-12／北京／5年黄金会员</th>\n",
       "      <th>...</th>\n",
       "      <th>information_8.2万公里／2017-02／北京／1年黄金会员</th>\n",
       "      <th>information_8.4万公里／2019-08／北京／3年会员</th>\n",
       "      <th>information_8.81万公里／2015-10／北京／3年会员</th>\n",
       "      <th>information_8.8万公里／2014-01／北京／2年钻石会员</th>\n",
       "      <th>information_8万公里／2015-07／北京／6年钻石会员</th>\n",
       "      <th>information_9.05万公里／2017-01／北京／1年黑金会员</th>\n",
       "      <th>information_9.1万公里／2016-08／北京／2年钻石会员</th>\n",
       "      <th>information_9.35万公里／2014-09／北京／3年黄金会员</th>\n",
       "      <th>information_9.9万公里／2017-09／北京／3年会员</th>\n",
       "      <th>information_9万公里／2017-03／北京／1年黄金会员</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>奔驰E级</td>\n",
       "      <td>51.30</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>路虎卫士</td>\n",
       "      <td>87.80</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>牧马人</td>\n",
       "      <td>38.00</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>路虎卫士</td>\n",
       "      <td>89.80</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>尚酷</td>\n",
       "      <td>13.50</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>216</th>\n",
       "      <td>帕杰罗(进口)</td>\n",
       "      <td>22.20</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>217</th>\n",
       "      <td>欧陆</td>\n",
       "      <td>108.00</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>218</th>\n",
       "      <td>奔驰E级</td>\n",
       "      <td>37.60</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>219</th>\n",
       "      <td>Huracán</td>\n",
       "      <td>262.00</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>220</th>\n",
       "      <td>凌渡</td>\n",
       "      <td>8.58</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>221 rows × 113 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       brand   price  information_0.01万公里／2023-03／北京／3年会员  \\\n",
       "0       奔驰E级   51.30                                    0   \n",
       "1       路虎卫士   87.80                                    0   \n",
       "2        牧马人   38.00                                    0   \n",
       "3       路虎卫士   89.80                                    0   \n",
       "4         尚酷   13.50                                    0   \n",
       "..       ...     ...                                  ...   \n",
       "216  帕杰罗(进口)   22.20                                    0   \n",
       "217       欧陆  108.00                                    0   \n",
       "218     奔驰E级   37.60                                    0   \n",
       "219  Huracán  262.00                                    0   \n",
       "220       凌渡    8.58                                    0   \n",
       "\n",
       "     information_0.01万公里／未上牌／北京／6年黄金会员  information_0.02万公里／未上牌／北京／5年黄金会员  \\\n",
       "0                                    0                                  0   \n",
       "1                                    0                                  0   \n",
       "2                                    0                                  0   \n",
       "3                                    0                                  1   \n",
       "4                                    0                                  0   \n",
       "..                                 ...                                ...   \n",
       "216                                  0                                  0   \n",
       "217                                  0                                  0   \n",
       "218                                  0                                  0   \n",
       "219                                  0                                  0   \n",
       "220                                  0                                  0   \n",
       "\n",
       "     information_0.05万公里／2023-04／临沂／1年黄金会员  \\\n",
       "0                                        0   \n",
       "1                                        0   \n",
       "2                                        0   \n",
       "3                                        0   \n",
       "4                                        0   \n",
       "..                                     ...   \n",
       "216                                      0   \n",
       "217                                      0   \n",
       "218                                      0   \n",
       "219                                      0   \n",
       "220                                      0   \n",
       "\n",
       "     information_0.08万公里／2023-02／北京／6年钻石会员  \\\n",
       "0                                        0   \n",
       "1                                        0   \n",
       "2                                        0   \n",
       "3                                        0   \n",
       "4                                        0   \n",
       "..                                     ...   \n",
       "216                                      0   \n",
       "217                                      0   \n",
       "218                                      0   \n",
       "219                                      0   \n",
       "220                                      0   \n",
       "\n",
       "     information_0.17万公里／2023-03／北京／5年黄金会员  \\\n",
       "0                                        0   \n",
       "1                                        0   \n",
       "2                                        0   \n",
       "3                                        0   \n",
       "4                                        0   \n",
       "..                                     ...   \n",
       "216                                      0   \n",
       "217                                      0   \n",
       "218                                      0   \n",
       "219                                      0   \n",
       "220                                      0   \n",
       "\n",
       "     information_0.1万公里／2023-03／北京／2年黄金会员  \\\n",
       "0                                       0   \n",
       "1                                       0   \n",
       "2                                       0   \n",
       "3                                       0   \n",
       "4                                       0   \n",
       "..                                    ...   \n",
       "216                                     0   \n",
       "217                                     0   \n",
       "218                                     0   \n",
       "219                                     0   \n",
       "220                                     0   \n",
       "\n",
       "     information_0.46万公里／2021-12／北京／5年黄金会员  ...  \\\n",
       "0                                        0  ...   \n",
       "1                                        0  ...   \n",
       "2                                        0  ...   \n",
       "3                                        0  ...   \n",
       "4                                        0  ...   \n",
       "..                                     ...  ...   \n",
       "216                                      0  ...   \n",
       "217                                      0  ...   \n",
       "218                                      0  ...   \n",
       "219                                      0  ...   \n",
       "220                                      0  ...   \n",
       "\n",
       "     information_8.2万公里／2017-02／北京／1年黄金会员  information_8.4万公里／2019-08／北京／3年会员  \\\n",
       "0                                       0                                   0   \n",
       "1                                       0                                   0   \n",
       "2                                       0                                   0   \n",
       "3                                       0                                   0   \n",
       "4                                       0                                   0   \n",
       "..                                    ...                                 ...   \n",
       "216                                     0                                   0   \n",
       "217                                     0                                   0   \n",
       "218                                     0                                   0   \n",
       "219                                     0                                   0   \n",
       "220                                     0                                   0   \n",
       "\n",
       "     information_8.81万公里／2015-10／北京／3年会员  \\\n",
       "0                                      0   \n",
       "1                                      0   \n",
       "2                                      0   \n",
       "3                                      0   \n",
       "4                                      0   \n",
       "..                                   ...   \n",
       "216                                    0   \n",
       "217                                    0   \n",
       "218                                    0   \n",
       "219                                    0   \n",
       "220                                    0   \n",
       "\n",
       "     information_8.8万公里／2014-01／北京／2年钻石会员  information_8万公里／2015-07／北京／6年钻石会员  \\\n",
       "0                                       0                                   0   \n",
       "1                                       0                                   0   \n",
       "2                                       0                                   0   \n",
       "3                                       0                                   0   \n",
       "4                                       0                                   0   \n",
       "..                                    ...                                 ...   \n",
       "216                                     0                                   0   \n",
       "217                                     0                                   0   \n",
       "218                                     0                                   0   \n",
       "219                                     0                                   0   \n",
       "220                                     0                                   0   \n",
       "\n",
       "     information_9.05万公里／2017-01／北京／1年黑金会员  \\\n",
       "0                                        0   \n",
       "1                                        0   \n",
       "2                                        0   \n",
       "3                                        0   \n",
       "4                                        0   \n",
       "..                                     ...   \n",
       "216                                      0   \n",
       "217                                      0   \n",
       "218                                      0   \n",
       "219                                      0   \n",
       "220                                      1   \n",
       "\n",
       "     information_9.1万公里／2016-08／北京／2年钻石会员  \\\n",
       "0                                       0   \n",
       "1                                       0   \n",
       "2                                       0   \n",
       "3                                       0   \n",
       "4                                       0   \n",
       "..                                    ...   \n",
       "216                                     0   \n",
       "217                                     0   \n",
       "218                                     0   \n",
       "219                                     0   \n",
       "220                                     0   \n",
       "\n",
       "     information_9.35万公里／2014-09／北京／3年黄金会员  \\\n",
       "0                                        0   \n",
       "1                                        0   \n",
       "2                                        0   \n",
       "3                                        0   \n",
       "4                                        0   \n",
       "..                                     ...   \n",
       "216                                      0   \n",
       "217                                      0   \n",
       "218                                      0   \n",
       "219                                      0   \n",
       "220                                      0   \n",
       "\n",
       "     information_9.9万公里／2017-09／北京／3年会员  information_9万公里／2017-03／北京／1年黄金会员  \n",
       "0                                     0                                   0  \n",
       "1                                     0                                   0  \n",
       "2                                     0                                   0  \n",
       "3                                     0                                   0  \n",
       "4                                     0                                   0  \n",
       "..                                  ...                                 ...  \n",
       "216                                   0                                   0  \n",
       "217                                   0                                   0  \n",
       "218                                   0                                   0  \n",
       "219                                   0                                   0  \n",
       "220                                   0                                   0  \n",
       "\n",
       "[221 rows x 113 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#建立one-hot编码,以information为特征建立特征工程\n",
    "\n",
    "#利用字典进行创建\n",
    "df = pandas.DataFrame({\"brand\":data_brand,\"price\":data_price,\"information\":data_mation})\n",
    "\n",
    "#运用pandas的get_dummies方法，实现连接\n",
    "df_list = pandas.get_dummies(df,columns=[\"information\"])\n",
    "\n",
    "df_list"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "机器学习进行价格预测"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\lenovo\\AppData\\Local\\Temp\\ipykernel_24788\\4062274697.py:4: FutureWarning: The default value of numeric_only in DataFrame.corr is deprecated. In a future version, it will default to False. Select only valid columns or specify the value of numeric_only to silence this warning.\n",
      "  correlations = df_list.corr()\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#查看相关性，绘制图表，以information为主要依据\n",
    "plt.figure(figsize=(15,10))\n",
    "\n",
    "correlations = df_list.corr()\n",
    "\n",
    "seaborn.heatmap(correlations,cmap=\"coolwarm\")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "#删除brand列，机器学习只能认识数字\n",
    "df_list = df_list.drop(\"brand\",axis=1)\n",
    "\n",
    "\n",
    "from sklearn.model_selection import train_test_split\n",
    "#梯度提升回归算法\n",
    "from sklearn.ensemble import GradientBoostingRegressor\n",
    "\n",
    "x = df_list[df_list.columns.difference([\"price\"])].values\n",
    "y = df_list[\"price\"]\n",
    "\n",
    "\n",
    "\n",
    "x_train,x_test,y_train,y_test = train_test_split(x,y,test_size=0.2,random_state=666)\n",
    "#模型\n",
    "module_one = GradientBoostingRegressor(n_estimators=80)\n",
    "#训练模型\n",
    "module_one.fit(x_train,y_train)\n",
    "#预测\n",
    "pre_price = module_one.predict(x_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MSE 0.0\n",
      "MAE 24.418966231504434\n",
      "R2为:0.7668504561126007\n"
     ]
    }
   ],
   "source": [
    "#自定义函数进行评估\n",
    "\n",
    "def MSE(y_test, pre_price):    \n",
    "    return numpy.mean((pandas.Series(pre_price) - pandas.Series(pre_price)) ** 2)\n",
    "\n",
    "def MAE(y_test, pre_price):    \n",
    "    return numpy.mean(numpy.abs(pandas.Series(y_test) - pandas.Series(pre_price)))\n",
    "\n",
    "def R2(y_test, y_pred):\n",
    "    u = numpy.sum((y_test - y_pred) ** 2)\n",
    "    v = numpy.sum((y_test - numpy.mean(y_test)) ** 2)\n",
    "    return 1 - (u / v) \n",
    "\n",
    "print(\"MSE\",MSE(y_test,pre_price))\n",
    "\n",
    "print(\"MAE\",MAE(y_test,pre_price))\n",
    "\n",
    "print(f'R2为:{R2(y_test,pre_price)}')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "153    29.98\n",
       "146    13.99\n",
       "56     15.80\n",
       "113     2.83\n",
       "207    49.80\n",
       "       ...  \n",
       "70     30.80\n",
       "62      6.78\n",
       "158    30.30\n",
       "173    29.99\n",
       "130    53.70\n",
       "Name: price, Length: 176, dtype: float64"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#打印出预测的价格\n",
    "\n",
    "y_train"
   ]
  }
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